diff --git a/GPy/testing/model_tests.py b/GPy/testing/model_tests.py index 9803c62f..ef6e34cb 100644 --- a/GPy/testing/model_tests.py +++ b/GPy/testing/model_tests.py @@ -419,14 +419,16 @@ class MiscTests(unittest.TestCase): X = X[:, None] Y = Y[:, None] - warp_k = GPy.kern.RBF(1) - warp_f = GPy.util.warping_functions.TanhFunction(n_terms=2) - warp_m = GPy.models.WarpedGP(X, Y, kernel=warp_k, warping_function=warp_f) + warp_m = GPy.models.WarpedGP(X, Y)#, kernel=warp_k)#, warping_function=warp_f) warp_m['.*\.d'].constrain_fixed(1.0) warp_m.optimize_restarts(parallel=False, robust=False, num_restarts=5, max_iters=max_iters) - print warp_m warp_m.predict(X) + warp_m.predict_quantiles(X) + warp_m.log_predictive_density(X, Y) + warp_m.predict_in_warped_space = False + warp_m.predict(X) + warp_m.predict_quantiles(X) class GradientTests(np.testing.TestCase):